AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Playwright Regression Testing
Govern Playwright TypeScript regression suites across many tests. Use when asked to plan, select, tier, execute, or optimize suites with risk/change analysis, tags, CI/CD, sharding, flaky-test…
Llmquant Etfs
Router skill for LLMQuant ETFs workflows. Use when the user needs ETF holdings, overlap, concentration, issuer snapshot, or theme exposure analysis.
Nav Brief
Render a one-screen intent brief (Goal/Scope/Approach/Limits/Verify/Won't-do/Contradiction) before implementing ambiguous task-shaped prompts, triggered by the prompt_brief op (UserPromptSubmit via…
Yida Agent Center
宜搭代理中心管理。查询、新增、编辑、撤销在职流程代理和离职代理,支持代处理流程、代提交流程、全部或部分流程范围。适用于设置流程审批的代理人。
Marketing Copy
Write outbound promotional copy for a product or project: launch and update posts for community platforms and social media, store page descriptions and short blurbs, landing page headlines and calls…
Infer Completion Criteria
Infer measurable completion criteria for an agent-loop task from project docs, code, and AIWG standards when the user has not supplied --completion explicitly
Setup Sui Contracts
Set up a Sui Move smart contract project with OpenZeppelin Contracts for Sui. Use when users need to: (1) install the Sui CLI and Move toolchain, (2) create a new Sui Move package, (3) discover and…
Telnyx Ai Inference Curl
Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides REST API (curl) examples.
Catalyst Confirmation
Use when a Polymarket prediction-market thesis rests on an external event — CPI, Fed, elections, court rulings, ETF decisions — and needs market confirmation before committing.
Audience Research
Use to develop a deep, usable understanding of who a brand creates content for — sharp enough that every content skill resonates with them specifically. Run when the user says "who's my audience,"…
Api Platform Tests
Test API Platform resources with ApiTestCase; assert collections, items, filters, JSON schema, and authentication
Code Review
Structured code review focusing on correctness, security, and maintainability. Correctness before style. Every reviewer comment must be actionable.
Forensic Prompt Compiler
Forensic image-to-prompt compiler for image generation models. Use this skill whenever the user wants to: convert/describe an existing image into a generation prompt, reconstruct a scene as a prompt,…
Competitor Profiling
When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions 'competitor profile,' 'competitor research,' 'competitor analysis,' 'profile this…
Knowledge Base From Vault
Turn a folder of Markdown notes (Obsidian vault, Notion export, plain repo docs) into a navigable static HTML knowledge base bundled as a single .zip file. Maintains a persistent concept graph across…
Codacy Issues Fetcher
Retrieve and format Codacy analysis issues by running `scripts/codacy_issues.py` in the ExStruct workspace. Use when users ask to inspect repository or pull-request Codacy findings, filter by…
Foldseek
Structure similarity search with Foldseek. Use this skill when: (1) Finding similar structures in PDB/AFDB databases, (2) Structural homology search, (3) Database queries by 3D structure, (4) Finding…
Mpep Search
Expert system for searching USPTO MPEP, 35 USC statutes, 37 CFR regulations, and post-Jan 2024 updates.
Voice Likeness Eval
Measure how much a cloned voice sounds like the real character, and whether a change really helped. Covers speaker-embedding similarity (ECAPA) against the centroid of held-out real clips, word error…
Japanese Minimal
Genre pack: wabi-sabi minimalism — rice paper, sumi ink, one seal-red accent, a Japanese mincho serif, negative space as the design, one vertical text element allowed. Calm, deliberate, quiet-luxury's…
Cold Blue Glitch Anime
Wibi Style 官方视觉风格:把一张照片转换成冷蓝失真动漫。适合人物写真、自拍、街头抓拍、夜景生活照、姿态与情绪明确的照片。适用于用户要求冷蓝失真动漫,或明确调用 $cold-blue-glitch-anime 时。
Sabi Routing
Use quando quiser rotear cada inferência do Hermes pelo Sabi (alias sabi-code) em vez de um modelo fixo. Troca cheap/mid/strong por round mantendo o loop nativo, sem forkar o Hermes.
Mpm Config
Manage Claude MPM configuration
Digikala
Unofficial read-only Digikala: search products, compare sellers, price history, reviews, deals. Use when the user asks about Digikala (digikala.com) or wants electronics, appliances or other goods in…
Html Preview
使用 Markdown `html:preview` 围栏输出轻量静态 HTML/CSS 可视化。当普通 Markdown 难以清晰表达数值对比、层级关系、流程、时间线、关键指标或布局示意,或用户明确要求可视化 HTML 预览时使用。询问 HTML 源码、教程示例或可复制代码时不要使用。
A Share Primary Theme Identification
用于A股市场主线识别,聚焦市场结构 / 题材周期 / 资金行为。本skill主要用户问题回答、撰写报告、撰写金融类文章等场景。本报告输出内容较多,不适合简单对话场景。各类信息与数据的获取,可以使用wind.financial.data工具,以合理的关键字或关键字组合进行获取。每天开盘后、午盘、收盘后,用户都需要快速知道: 今天市场到底在交易什么,真正的主线是什么,情绪在什么位置,明天应该盯哪里。
Vibes Brainstorm
Lightweight requirements gathering before app generation. Asks non-technical multiple-choice questions to understand user intent, then produces a brief for the generate prompt.
Data Visualizer
Generates charts and visual representations from data. Use when visualizing data.
Mobile Touch
Use when designing iOS/Android gestures, haptic feedback, touch interactions, or native mobile animations.
Vue
Vue 3 Composition API, script setup macros, reactivity system, and built-in components. Use when writing Vue SFCs, defineProps/defineEmits/defineModel, watchers, or using…
Describe Image
Describe images (charts, diagrams, tables, screenshots) using Vision AI. Use as fallback when you cannot read an image file directly. Supports batch processing of folders.
Aicore Sdk Java
Generate working Java boilerplate for SAP GenAI Hub using the SAP AI SDK for Java (com.sap.ai.sdk). Covers chat completion, streaming, multi-turn conversations, prompt templates, content filtering,…
Workflow Diagram Skill
Use when 用户想用一句话生成流程图、工作流图解、开发流程图、AI 流程图或任何步骤型图解,支持多风格输出(flat icon / 暖白手账风 / dark / cute),并提供现成模板一键出图。
Cost
AI Build Cost Tracker — track how much AI is costing you per feature. Use when user wants to track AI spending, understand cost per feature, optimize AI usage, or budget their Claude/GPT costs.
Architecture Patterns
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing…
Otel Java
OpenTelemetry in Java — Javaagent zero-code instrumentation, Spring Boot Starter, manual autoconfigure SDK, declarative YAML configuration, BOM dependency management, sensitive-data capture and…
Codebase Architecture
Designs module contracts, deepens existing boundaries, and installs enforceable repository guardrails. Use when asked to "design the architecture", "simplify our modules", or "harden the repo". For…
Drugcombdb Query
Query canonical DrugCombDB combination records. Use when the user asks about drug pairs, synergy values, or cell-line-specific combination evidence.
Agentic Memory Architect
Long-term episodic memory (Mem0, Letta) and pgvector HNSW storage / Memori episodik jangka panjang (Mem0, Letta) dan storage pgvector.
Cloud Architect
Designs cloud architectures, creates migration plans, generates cost optimization recommendations, and produces disaster recovery strategies across AWS, Azure, and GCP. Use when designing cloud…
Holistic Editing
The discipline for any change, fix, refactor, or review whose unit of work is larger than a trivial one-liner. Use whenever you edit existing code or a knowledge page — the unit of work is the whole…
Neo4j Document Import Skill
Ingests unstructured and semi-structured documents into Neo4j as a knowledge graph. Use when chunking PDFs, HTML, plain text, or Markdown; extracting entities and relationships from text with an LLM…
Crawlkit
Maintain and release the crawlkit Go library, preserving downstream compatibility for gitcrawl, slacrawl, discrawl, and notcrawl.
Campaign Ledger
Give every campaign an ID and carry it everywhere — allocate IDs, audit ad/email/UTM naming across Google, Meta, LinkedIn, Bing, TikTok and X, and keep one ledger joining spend → leads → deals →…
Cometchat Android V6 Compose Placement
Where the CometChat Android v6 chat UI goes in a Jetpack Compose app — the default conversations→message NavHost flow, growing to the tab-based app (chats/users/groups/calls + detail, thread and…
Preserve
Single write point for the vault. Centralizes entity detection, textual matching, entity creation/update, and bidirectional linking. Accepts structured input (list of entities), free-form input (text,…
Fin Lit Review
经济金融领域的系统性文献综述。整合 Semantic Scholar + ArXiv + OpenAlex + NBER 构建引文网络,识别研究缺口,生成结构化文献地图。
Create Package
Use when packaging or sharing Raw agents, tools, skills, hooks, vars or MCP as a .rawpkg, or preparing an updated release. Covers CLI and dashboard exports, recipient inputs and installation checks.
Premium Saas Design
Professional framework for building premium $5k+ SaaS websites with AI - the Define, Build, Review, Refine loop used by real product teams
Defold Project Setup
Downloads Defold project dependencies into .deps/ folder. Also provides recommended game.project settings. Use FIRST before any other task when .deps/ folder is missing or empty, or after editing…
Gat Design
Design one system within a specific milestone's scope: write the milestone-scoped system GDD, content data, and system art doc, and update the milestone brief's progress. Requires a mandatory…

